Windows always looks for the A: Drive.

When I open explorer to save a file, open a file or just browse My Computer the A: drive starts trying to read a disk that isn’t there. It spins for a few seconds and then lets the window open up that I was trying to access. It doesn’t prevent me from working but it is anoying. What is causing this and how do I stop it?